fair classification

Noise-tolerant fair classification NeurIPS 2019 Obtaining Fairness using Optimal Transport Theory ICML 2019 Paradoxes in Fair Machine Learning NeurIPS 2019 Stable and Fair Classification ICML 2019 Wasserstein Fair Classification UAI 2019 A Reductions Approach to Fair Classification ICML 2018 Equality of Opportunity in Classification: A Causal Approach NeurIPS 2018 Fairness Through Computationally-Bounded Awareness NeurIPS 2018 Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018 Controllable Invariance through Adversarial Feature Learning NeurIPS 2017 Fairness Constraints: Mechanisms for Fair Classification AISTATS 2017 When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NeurIPS 2017 Learning Fair Representations ICML 2013